feature-encoding
There are 23 repositories under feature-encoding topic.
AutoViML/featurewiz
Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.
uzaymacar/exemplary-ml-pipeline
Exemplary, annotated machine learning pipeline for any tabular data problem.
chongjason914/scikit-learn-tutorial
Tutorial on how to perform feature encoding, feature scaling, and missing values imputation using the scikit-learn library
tanishqgautam/Categorical-Feature-Encoding
Categorical Feature Encoding using Logistic Regression
JSzitas/categoryEncodings
Multiple methods to (quickly) encode factor variables, using data.table
gperdrizet/gperdrizet-data-preprocessing-project-tutorial
4Geeks Academy data science boot camp data preprocessing assignment
Ehsan-Behzadi/Online-Retail-Data-Analysis-and-Preprocessing
This project analyzes and preprocesses the Online Retail dataset to uncover insights into customer purchasing behaviors, sales trends, and product performance. It includes data cleaning, exploration, and visualization, with the goal of enhancing understanding of online retail dynamics.
LeventSoykan/Churn_Prediction
churn prediction using machine learning classification models
Logambal05/Term-Deposit-Subscription
This project uses predictive analytics to optimize marketing strategies by forecasting customer subscriptions to term deposits. It involves collecting and preprocessing data, training a model, and assessing its performance. Ongoing evaluation ensures adaptability to changing market dynamics, providing valuable insights for marketing analysis
mahaV503/Obesity-Level-Prediction
Obesity severity level prediction based on different features.. these imp features are extracted then trained using polynomial regression
rkahani/FirstPersonActivityRecognition
first-person activity recognition
ankitdhadave/Predicting-Hotel-Booking-Cancellation-with-Machine-Learning
Predicting Hotel Booking Cancellation with Machine Learning
karthikvadlamani/rotten-tomatoes-movie-classification
Classification of movies as 'Fresh', 'Rotten', 'Certified-Fresh' using categorical predictors as well as review sentiment. Performed feature encoding and used Decision Tree, Random Forest Classifiers. Tackled class imbalance issues by assigning weights to classes. Used tokenization to generate word vectors for reviews to predict movie status.
Ktrimalrao/Forest_fire_Algerian_ML-project
This project predicts the likelihood of forest fires in Algeria using machine learning regression techniques based on weather and environmental data. It includes EDA, feature engineering, and model deployment.
maheera421/Car-Price-Prediction-Model
A machine learning project that predicts car prices based on a dataset.
Selerity/blog-categorical-feature-encoding-classical
SAS Macro examples for the Blog Post "5 Categorical Encoding Techniques in SAS"
tyui592/uncorrelated_feature_encoding_for_faster_style_transfer
Unofficial Pytorch Implementation of 'Uncorrelated feature encoding for faster style transfer'
16danielvm/How-to-improve-the-accuracy-of-a-Regression-Model
This project shows a guide for improving the accuracy of regression model.
Adyy7902/Restaurant-Success-Prediction
👩🏻🍳🍽️Restaurant Success Prediction using ML
Harsayazheni/Introduction-to-data-science-3
To read the given data and perform Feature Encoding and Transformation process. ( 19AI403 - Introduction to Data Science )
saifalibaig/Crop-Yield-Prediction
🌾 A machine learning-based crop production prediction system using historical Indian agricultural data with advanced regression models and hyperparameter tuning.